External Course
Evolutionary Finance Approach: Literature Survey
Experiments in finance: A survey of historical trends
August, 2022
Abstract
Algorithmic Trading of Futures via Machine Learning - DSA ADS Course - 2023
DSA ADS Course - 2023
This DSA ADS course is part of a series of courses that demonstrate how to use applied data science with high performance compute and high quality data to optimize decision making in real world investing / trading scenarios.
Discuss how to use applied data science with machine learning algorithms to trade futures.
Discuss strategies for trading financial futures based solely on past trading data.
Discuss using machine learning techniques to obtain scenarios for future price and volatility.
Generative Pre-trained Transformer 3
Dollar Debt in FX Swaps and Forwards: Huge, Missing and Growing
December, 2022
Abstract
Topological Data Analysis for the Working Data Scientist
Designing Data Visualizations: DSA ADS Course - 2023
A Hidden Markov Model of Customer Relationship Dynamics: DSA ADS Course - 2023
DSA ADS Course - 2023
Discuss enabling marketers to dynamically segment their customer base and to examine methods by which the firm can alter long-term buying behavior.
Discuss dynamics of customer relationships using typical transaction data.
The proposed method/model permits not only capturing the dynamics of customer relationships, but also incorporating the effect of the sequence of customer-firm encounters on the dynamics of customer relationships and the subsequent buying behavior.